Write C++ cuda kernels from scratch with Free GPUs
📰 Reddit r/deeplearning
Learn CUDA from scratch with a free online resource, practicing with 35 problems across kernel foundations, matrix operations, and more
Action Steps
- Access the free CUDA sheet online
- Start with CUDA Kernel Foundations problems
- Practice writing kernels for Matrix Operations and Reductions
- Implement Convolutions and ML primitives using CUDA
- Optimize kernel performance using the provided resources
Who Needs to Know This
ML engineers and data scientists can benefit from this resource to improve their CUDA skills and optimize GPU performance
Key Insight
💡 Practicing CUDA kernel writing can significantly improve GPU performance in deep learning applications
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🚀 Learn CUDA from scratch with 35 free problems! 🤖
Key Takeaways
Learn CUDA from scratch with a free online resource, practicing with 35 problems across kernel foundations, matrix operations, and more
Full Article
Most of the websites to practise CUDA on browser are down. I always wanted to learn CUDA from scratch so I made a free CUDA sheet where you can practise writing kernels. High level it has 35 problems - 1. CUDA Kernel Foundations 2. Matrix Operations 3. Reductions 4. Convolutions 5. ML primitives 6. Performance Here's t
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